|
1 | 1 | --- |
2 | 2 | title: "Research" |
3 | 3 | --- |
| 4 | + |
| 5 | +## Reproducible |
| 6 | + |
| 7 | +**Reproducible** = If all code, data, environment details, and parameters are recorded and published, anyone (including yourself in the future or a different person on a different system) can regenerate the published results by re-creating the documented conditions. This verifies code is working as expected and increases trust. |
| 8 | + |
| 9 | +```{=html} |
| 10 | +<br> |
| 11 | +<a href="computational_reproducibility.qmd" class="value-box pale small-title"> |
| 12 | + <div class="icon"><i class="bi bi-arrow-clockwise"></i></div> |
| 13 | + <div class="text"> |
| 14 | + <div class="title">Computational reproducibility assessment of published DES models</div> |
| 15 | + <div class="details">We attempted to reproduce eight published Python and R healthcare DES models. From this work, we developed the STARS Reproducibility framework for sharing reproducible healthcare DES models.</div> |
| 16 | + </div> |
| 17 | +</a> |
| 18 | +<br> |
| 19 | +<a href="des_rap_book.qmd" class="value-box pale small-title"> |
| 20 | + <div class="icon"><i class="bi bi-book"></i></div> |
| 21 | + <div class="text"> |
| 22 | + <div class="title">DES RAP Book and four worked examples</div> |
| 23 | + <div class="details">??.</div> |
| 24 | + </div> |
| 25 | +</a> |
| 26 | +<br> |
| 27 | +<a href="jos_mri.qmd" class="value-box pale small-title"> |
| 28 | + <div class="icon"><i class="bi bi-journal"></i></div> |
| 29 | + <div class="text"> |
| 30 | + <div class="title">Journal of Simulation - Model Reproducibility Initiative</div> |
| 31 | + <div class="details">??.</div> |
| 32 | + </div> |
| 33 | +</a> |
| 34 | +<br> |
| 35 | +<a href="hdr_uk_futures.qmd" class="value-box pale small-title"> |
| 36 | + <div class="icon"><i class="bi bi-person-workspace"></i></div> |
| 37 | + <div class="text"> |
| 38 | + <div class="title">HDR UK Futures training materials</div> |
| 39 | + <div class="details">??.</div> |
| 40 | + </div> |
| 41 | +</a> |
| 42 | +``` |
| 43 | + |
| 44 | +## Reusable |
| 45 | + |
| 46 | +**Reusable** = Code can be adapted and used in new contexts. This saves time and increases impact. |
| 47 | + |
| 48 | +```{=html} |
| 49 | +<br> |
| 50 | +<a href="des_sharing_review.qmd" class="value-box pale small-title"> |
| 51 | + <div class="icon"><i class="bi bi-bookmarks"></i></div> |
| 52 | + <div class="text"> |
| 53 | + <div class="title">DES sharing review</div> |
| 54 | + <div class="details">??.</div> |
| 55 | + </div> |
| 56 | +</a> |
| 57 | +<br> |
| 58 | +<a href="stars_framework_reuse.qmd" class="value-box pale small-title"> |
| 59 | + <div class="icon"><i class="bi bi-people"></i></div> |
| 60 | + <div class="text"> |
| 61 | + <div class="title">STARS framework for model reuse</div> |
| 62 | + <div class="details">??.</div> |
| 63 | + </div> |
| 64 | +</a> |
| 65 | +<br> |
| 66 | +<a href="eom_rcc.qmd" class="value-box pale small-title"> |
| 67 | + <div class="icon"><i class="bi bi-capsule"></i></div> |
| 68 | + <div class="text"> |
| 69 | + <div class="title">Exeter Oncology Model: Renal Cell Carcinoma edition</div> |
| 70 | + <div class="details">??.</div> |
| 71 | + </div> |
| 72 | +</a> |
| 73 | +``` |
| 74 | + |
| 75 | +## Replicable |
| 76 | + |
| 77 | +**Replicable** = New code based on described methods produces consistent results. This gives confidence in results: their validity and reliability. |
| 78 | + |
| 79 | +```{=html} |
| 80 | +<br> |
| 81 | +<a href="stress.qmd" class="value-box pale small-title"> |
| 82 | + <div class="icon"><i class="bi bi-card-checklist"></i></div> |
| 83 | + <div class="text"> |
| 84 | + <div class="title">STRESS</div> |
| 85 | + <div class="details">??.</div> |
| 86 | + </div> |
| 87 | +</a> |
| 88 | +``` |
| 89 | + |
| 90 | +## Other avenues of work |
| 91 | + |
| 92 | +```{=html} |
| 93 | +<a href="model_reviews.qmd" class="value-box pale small-title"> |
| 94 | + <div class="icon"><i class="bi bi-person-lines-fill"></i></div> |
| 95 | + <div class="text"> |
| 96 | + <div class="title">Reviewing models to support authors in making their work reproducible and reusable</div> |
| 97 | + <div class="details">??.</div> |
| 98 | + </div> |
| 99 | +</a> |
| 100 | +<br> |
| 101 | +<a href="llm_generate_des.qmd" class="value-box pale small-title"> |
| 102 | + <div class="icon"><i class="bi bi-robot"></i></div> |
| 103 | + <div class="text"> |
| 104 | + <div class="title">Using LLMs to generate DES models</div> |
| 105 | + <div class="details">??.</div> |
| 106 | + </div> |
| 107 | +</a> |
| 108 | +<br> |
| 109 | +<a href="simtools.qmd" class="value-box pale small-title"> |
| 110 | + <div class="icon"><i class="bi bi-tools"></i></div> |
| 111 | + <div class="text"> |
| 112 | + <div class="title">sim-tools</div> |
| 113 | + <div class="details">??.</div> |
| 114 | + </div> |
| 115 | +</a> |
| 116 | +``` |
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